Description
Provides base R programming guidance covering data structures, data wrangling, statistical modeling, visualization, and I/O — using only packages included in a standard R installation. Use when the user writes or debugs R scripts, works with vectors, matrices, lists, data frames, or factors, applies the apply family (sapply, lapply, vapply, tapply), fits models with lm/glm/aov/nls, creates base graphics with plot/barplot/hist/boxplot/par, reads or writes CSV/RDS/RData files, or asks about R language semantics such as environments, scoping, and non-standard evaluation. Also use for R statistical functions (t.test, chisq.test, cor, kmeans, prcomp), string operations, date handling, and file system utilities. Do not use for tidyverse workflows (dplyr, tidyr, purrr), ggplot2, data.table, Shiny, R package development, Rcpp, or Python/Julia/Stata tasks.
Installation
There are a number of ways to install skills. We made {ally}, an R package that simplifies the process. Learn more
Install {pak}:
install.packages("pak")
Then install {ally}:
pak::pak("rfortherestofus/ally")
You only need to do this once per computer.
After you've installed the {ally} package, choose whether you want to install the skill in this project or in all of your projects, then run the command.
ally::install_skill("https://github.com/iremaydas/base-r-skill/blob/main/SKILL.md")
This puts the skill in locations that all agents can read, inside this project, so anyone you're working with on the project can use it.
ally::install_skill("https://github.com/iremaydas/base-r-skill/blob/main/SKILL.md", scope = "user")
This puts the skill in locations that all agents can read, in your home folder, so every project you work on can use it.
Source Code
iremaydas